SOTAVerified

Binary Classification

Papers

Showing 17711780 of 2574 papers

TitleStatusHype
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
EFSG: Evolutionary Fooling Sentences Generator0
Scaling Systematic Literature Reviews with Machine Learning PipelinesCode0
Neural Random Projection: From the Initial Task To the Input Similarity Problem0
Handling Imbalanced Data: A Case Study for Binary Class Problems0
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy0
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients0
Pointwise Binary Classification with Pairwise Confidence Comparisons0
Learning by Minimizing the Sum of Ranked RangeCode0
Fairness in Machine Learning: A Survey0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified